Open Inference Needs More Than Open Weights

Open inference without chokepoints: why open models still need an access protocol Open model weights are not the same as open access. You can download Qwen or Llama today. But most people still reach open models through a few big hosted APIs, cloud consoles, and app stores. When one of those chokepoints blocks you or … Read more

AI at an Inflection Point: Market Dynamics, Autonomous Systems, and the Future of Enterprise

1. Market Dynamics & Revenue Forecast 1.1 Global Market Trajectory The global artificial intelligence market has evolved from a niche research discipline into a leading industrial platform in less than a decade. Total market volume will expand from $186.4B in 2023 to $1,005.4B in 2031, representing a CAGR of 26.6% [2]. This sustained growth reflects … Read more